{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import math\n",
    "import scipy\n",
    "from scipy.signal import chirp, remez, firwin, freqz\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.pyplot import MultipleLocator"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "\"\"\"\n",
    "生成系数\n",
    "\"\"\"\n",
    "def generate_win_coeffs(numtaps, M, window_fn=\"hamming\"):    #抽头数、分支数、窗函数类型\n",
    "        win_coeffs = scipy.signal.get_window(window_fn, numtaps*M)   #返回给定类型和长度的窗，窗口的样本数量M*P，这是一个数组\n",
    "        sinc       = scipy.signal.firwin(numtaps*M, cutoff=2.0/M, window=\"hamming\")   \n",
    "    #sinc函数                                                                              \n",
    "    #采用窗函数法设计FIR滤波器，这个函数计算FIR滤波器的系数。\n",
    "    #滤波器的长度（系数的数目）为M*P；滤波器的截止频率  \n",
    "        win_coeffs *= sinc   #样本数量和FIR滤波器系数相乘\n",
    "        win_coeffs = np.reshape(win_coeffs, (M, -1), order='F')\n",
    "        return win_coeffs\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def pfb(data,M,win_coeffs):\n",
    "        # 使数据长度为M的整数倍，不够整数倍的部分则补零\n",
    "        disp_len = int(np.ceil(data.size / M))\n",
    "        patch_size = int(disp_len * M - data.size)\n",
    "        patch_data = np.concatenate((data, np.zeros(patch_size)))\n",
    "\n",
    "        # 将数据重新排序为 M行XX列的矩阵   \n",
    "        reshape_data = np.reshape(patch_data, (M, -1), order='F')\n",
    "        # 将数据上下翻转\n",
    "        polyphase_data = np.flipud(reshape_data)\n",
    "\n",
    "        nv = np.arange(disp_len)\n",
    "        prefilt_data = polyphase_data * ((-1) ** nv)\n",
    "        \n",
    "\n",
    "        # Polyphase filter bank\n",
    "        filt_data = np.zeros(prefilt_data.shape, dtype=complex)\n",
    "        for k in range(M):\n",
    "            filt_data[k] = scipy.signal.lfilter(win_coeffs[k],1,prefilt_data[k])\n",
    "            # filt_data[k] = scipy.signal.filtfilt(win_coeffs[k],1,prefilt_data[k])\n",
    "\n",
    "        # 转换为复数\n",
    "        postfilt_data = np.zeros(prefilt_data.shape, dtype=complex)\n",
    "        for k in range(M):\n",
    "            postfilt_data[k] = filt_data[k] * ((-1) ** k) * np.exp(-1j * np.pi * k / M)\n",
    "            \n",
    "\n",
    "        # FFT\n",
    "        dispatch_data = scipy.fft.fft(postfilt_data, axis=0)\n",
    "\n",
    "        return dispatch_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def sweep_freqz(M,win_coeffs): \n",
    "        N = 12800\n",
    "        data = np.zeros(N)\n",
    "        w = np.linspace(0, 1, N)\n",
    "        p = 2 * np.pi * np.cumsum(w)\n",
    "        data = np.exp(1j * p)   \n",
    "        pfb_data=pfb(data,M,win_coeffs)\n",
    "        a = 20*np.log10(np.abs(pfb_data))\n",
    "        return a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "M = 4       # 通道数、分支数\n",
    "numtaps = 64    \n",
    "fs = 800e6\n",
    "win_coeffs = generate_win_coeffs(numtaps, M)\n",
    "a = sweep_freqz(M,win_coeffs)\n",
    "w = np.linspace(0, 400, 3200)\n",
    "\n",
    "plt.figure(figsize=(12,8))\n",
    "ax = plt.gca()\n",
    "miloc = plt.MultipleLocator(10)\n",
    "ax.xaxis.set_minor_locator(miloc)\n",
    "ay = plt.gca()\n",
    "miloc = plt.MultipleLocator(5)\n",
    "ay.yaxis.set_minor_locator(miloc)\n",
    "plt.grid(which='both')\n",
    "# plt.plot(w,a.T)\n",
    "plt.title('Frequency Response', fontsize=20)\n",
    "plt.xlim(0,400)\n",
    "plt.ylim(-120,40)\n",
    "plt.tick_params(labelsize=15)\n",
    "plt.xlabel('Frequency(MHz)', fontsize=15)\n",
    "plt.ylabel('Log-Magnitude[dB]', fontsize=15)\n",
    "plt.rcParams['font.sans-serif']=['Times New Roman']\n",
    "\n",
    "plt.plot(w,a[1].T,color='red',label='OS-PFB sub-band 0')\n",
    "plt.plot(w,a[0].T,color='green', linewidth = '4',label='OS-PFB sub-band 1')\n",
    "plt.plot(w,a[3].T,color='dodgerblue',linewidth = '4',label='OS-PFB sub-band 2')\n",
    "plt.plot(w,a[2].T,color='darkorange', label='OS-PFB sub-band 3')\n",
    "plt.legend(loc=\"upper right\", fontsize=15)#, prop={'family':'SimHei'})\n",
    "plt.savefig(\"svg_pictures/OSPFB_fre-resp.svg\",dpi=200,bbox_inches='tight')\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.9.12 ('base')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "ad2bdc8ecc057115af97d19610ffacc2b4e99fae6737bb82f5d7fb13d2f2c186"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
